FakeDetector: Effective Fake News Detection with Deep Diffusive Neural Network
Zhang, Jiawei, Dong, Bowen, Yu, Philip S.
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
An Intersectional Definition of Fairness
Foulds, James R., Islam, Rashidul, Keya, Kamrun Naher, Pan, Shimei
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Dataset Discovery in Data Lakes
Bogatu, Alex, Fernandes, Alvaro A. A., Paton, Norman W., Konstantinou, Nikolaos
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
Liu, Zhining, Cao, Wei, Gao, Zhifeng, Bian, Jiang, Chen, Hechang, Chang, Yi, Liu, Tie-Yan
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Online Anomalous Trajectory Detection with Deep Generative Sequence Modeling
Liu, Yiding, Zhao, Kaiqi, Cong, Gao, Bao, Zhifeng
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Sequence-Aware Factorization Machines for Temporal Predictive Analytics
Chen, Tong, Yin, Hongzhi, Hung Nguyen, Quoc Viet, Peng, Wen-Chih, Li, Xue, Zhou, Xiaofang
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks
Trung, Huynh Thanh, Van Vinh, Tong, Tam, Nguyen Thanh, Yin, Hongzhi, Weidlich, Matthias, Viet Hung, Nguyen Quoc
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Reinforcement Learning with Tree-LSTM for Join Order Selection
Yu, Xiang, Li, Guoliang, Chai, Chengliang, Tang, Nan
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks
Hu, Jilin, Yang, Bin, Guo, Chenjuan, Jensen, Christian S., Xiong, Hui
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network
Shi, Hongzhi, Yao, Quanming, Guo, Qi, Li, Yaguang, Zhang, Lingyu, Ye, Jieping, Li, Yong, Liu, Yan
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
GSI: GPU-friendly Subgraph Isomorphism
Zeng, Li, Zou, Lei, Ozsu, M. Tamer, Hu, Lin, Zhang, Fan
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
JUST: JD Urban Spatio-Temporal Data Engine
Li, Ruiyuan, He, Huajun, Wang, Rubin, Huang, Yuchuan, Liu, Junwen, Ruan, Sijie, He, Tianfu, Bao, Jie, Zheng, Yu
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
PoisonRec: An Adaptive Data Poisoning Framework for Attacking Black-box Recommender Systems
Song, Junshuai, Li, Zhao, Hu, Zehong, Wu, Yucheng, Li, Zhenpeng, Li, Jian, Gao, Jun
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding
Zhang, Yongqi, Yao, Quanming, Dai, Wenyuan, Chen, Lei
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Price-aware Recommendation with Graph Convolutional Networks
Zheng, Yu, Gao, Chen, He, Xiangnan, Li, Yong, Jin, Depeng
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Collective Entity Alignment via Adaptive Features
Zeng, Weixin, Zhao, Xiang, Tang, Jiuyang, Lin, Xuemin
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Efficient Bitruss Decomposition for Large-scale Bipartite Graphs
Wang, Kai, Lin, Xuemin, Qin, Lu, Zhang, Wenjie, Zhang, Ying
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Hierarchical Bipartite Graph Neural Networks: Towards Large-Scale E-commerce Applications
Li, Zhao, Shen, Xin, Jiao, Yuhang, Pan, Xuming, Zou, Pengcheng, Meng, Xianling, Yao, Chengwei, Bu, Jiajun
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
VAC: Vertex-Centric Attributed Community Search
Liu, Qing, Zhu, Yifan, Zhao, Minjun, Huang, Xin, Xu, Jianliang, Gao, Yunjun
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding
Automated Anomaly Detection in Large Sequences
Boniol, Paul, Linardi, Michele, Roncallo, Federico, Palpanas, Themis
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
Published in 2020 IEEE 36th International Conference on Data Engineering (ICDE) (01.04.2020)
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Conference Proceeding